# Define the slices for the model merging process | |
slices: | |
- sources: | |
# First part: merge layer 0 with layer 3 | |
- model: DewEfresh/neo_7b | |
layer_range: [0, 0] | |
- model: DewEfresh/neo_7b | |
layer_range: [3, 3] | |
- sources: | |
# Second part: merge layer 1 with layer 3 | |
- model: DewEfresh/neo_7b | |
layer_range: [1, 1] | |
- model: DewEfresh/neo_7b | |
layer_range: [3, 3] | |
- sources: | |
# Third part: merge layer 2 with layer 3 | |
- model: DewEfresh/neo_7b | |
layer_range: [2, 2] | |
- model: DewEfresh/neo_7b | |
layer_range: [3, 3] | |
- sources: | |
# Fourth part: layers 4 to 27 from the original model | |
- model: DewEfresh/neo_7b | |
layer_range: [4, 27] | |
# Specify the merging method for the slices | |
merge_method: slerp | |
base_model: DewEfresh/neo_7b | |
parameters: | |
t: 0.3333 | |
dtype: bfloat16 | |